Table 1
Input variables used in different models
| Model | Input variables | Model architecture |
|---|---|---|
| I | Water level at Gangra at current time,  | 1-3-3-1 |
| II | Water levels at Gangra, Haldia, and Diamond Harbour at current time,  | 3-5-5-1 |
| III | Water levels at Gangra at time t,  ,  , and  | 4-6-6-1 |
| IV | Water levels at Gangra at time  ,  ,  , and  | 4-7-7-1 |
| V | Water levels at Gangra at time, t,  ,  | 13-9-9-1 |
| Model | Input variables | Model architecture |
|---|---|---|
| I | Water level at Gangra at current time, | 1-3-3-1 |
| II | Water levels at Gangra, Haldia, and Diamond Harbour at current time, | 3-5-5-1 |
| III | Water levels at Gangra at time t, , , and | 4-6-6-1 |
| IV | Water levels at Gangra at time , , , and | 4-7-7-1 |
| V | Water levels at Gangra at time, t, , | 13-9-9-1 |